# ココナラ — AI Connector ココナラ publishes 1 MCP tool to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/productivity/coconala/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Productivity](https://node8.ai/ai-connectors/productivity/) # ココナラ Search Japan's Coconala skill marketplace with budget filtering Listed in Claude · 1 published tool · Community-listed [Claude connector docs](https://mcp.ai-assist.coconala.com/docs/how_to_use) [coconala.co.jp](https://coconala.co.jp/) Overview ## What ココナラ does Coconala is a Japanese marketplace for buying and selling knowledge, skills and experience, spanning what the listing puts at over 760 categories. This connector searches it and recommends. Results are filtered to a stated budget and each recommendation carries its reasoning, which is the part that removes the comparison work a marketplace normally requires. The scope stops at discovery, since in-app purchases and service payments are explicitly out, so a transaction returns to Coconala itself. The listing is written in Japanese. Community tier, documentation published. ### Who it is for Buyers in Japan looking for freelance services across Coconala's categories. ### Tool surface One tool answered, csm\_search\_tool, matching the listing. Search and recommendation are the whole surface; the publisher states purchases and payments are not supported. Availability ## Where ココナラ is listed ココナラ is listed in the Claude connectors directory only. coconala inc. has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory ココナラ publishes 1 tool to Claude, a deliberately narrow surface; only 0.7% of the 1,253 Claude-listed connectors expose fewer. The median Claude-listed connector filed under Productivity publishes 12, so this one sits 11 tools below its bucket's median, 439th of 462. It falls in the 1-3 tools band, which holds 16.4% of the Claude directory. ### Measured against the live endpoint A direct call to the endpoint returned 1 tools, matching the 1 the listing publishes. Probed 2026-08-07. #### Tools the server actually returns - `csm_search_tool` ココナラ publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher coconala inc. Verification Community-listed (61.5% of the Claude directory) Filed under Productivity Endpoint `https://mcp.ai-assist.coconala.com/mcp` Documentation [Publisher setup docs](https://mcp.ai-assist.coconala.com/docs/how_to_use) Published tools 1 · 1-3 tools band Depth rank in Productivity 439 of 462 Snapshot August 2026 ココナラ is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How coconala inc. describes it > 760種類以上のカテゴリで知識・スキル・経験を売り買いできる、日本最大のスキルマーケット「ココナラ」。AIが予算に合わせた絞り込みを行い、一つひとつの推薦理由を添えて提案するため、比較の手間なく、納得のサービスへ最短距離で辿り着けます。 このアプリは検索とおすすめ機能のみに対応しています。アプリ内課金やサービスの決済には対応していません。 Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Productivity connectors ### [2+2 Calculator](https://node8.ai/ai-connectors/productivity/2-2-calculator/) Plain and scientific calculator inside the chat window ChatGPT ### [CoCounsel Legal](https://node8.ai/ai-connectors/productivity/cocounsel-legal/) Westlaw Deep Research reports with linked Practical Law citations Claude ### [Cognito MCP](https://node8.ai/ai-connectors/productivity/cognito-mcp/) Build Cognito forms and work with submissions ChatGPT ### [ConnectMachine](https://node8.ai/ai-connectors/productivity/connectmachine/) Digital business cards and contact management with smart search Claude ### [Convy](https://node8.ai/ai-connectors/productivity/convy/) Shared household shopping lists and tasks ChatGPT ### [CorretorIA](https://node8.ai/ai-connectors/productivity/corretoria/) Brazilian Portuguese proofreading and rewriting ChatGPT [All 760 Productivity connectors](https://node8.ai/ai-connectors/productivity/) This is an independent catalogue entry compiled by Node8 from ココナラ's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with coconala inc., and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session